{"id":"W2779014522","doi":"10.1097/der.0000000000000329","title":"Improving the Diagnosis of Allergic Contact Dermatitis Using Patch Test With Gloves","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Allergic contact dermatitis; Patch testing; Dermatology; Contact dermatitis; Test (biology); Allergy; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169027,0.0006490416,0.000730315,0.001778832,0.0001989218,0.0007964009,0.0004662955,0.0007104496,0.002837601],"category_scores_gemma":[0.00332135,0.0001666596,0.0006151408,0.0005927969,0.0001897683,0.0009797463,0.0003678388,0.0006378574,0.001351299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747764,"about_ca_system_score_gemma":0.0003680612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002680897,"about_ca_topic_score_gemma":0.003615766,"domain_scores_codex":[0.998508,0.0004453141,0.0001833401,0.0001418167,0.0006176709,0.000103871],"domain_scores_gemma":[0.9982425,0.0004816119,0.000267134,0.0000516257,0.0008597893,0.00009736572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004622639,0.0004017326,0.1403085,0.004857552,0.0001957855,0.0009138174,0.0002146202,0.0002225559,0.03004962,0.0002088965,0.02488203,0.7972827],"study_design_scores_gemma":[0.0001226547,0.004255748,0.7872911,0.005868426,0.001391578,0.02163628,0.00166925,0.001574534,0.03465838,0.0008806887,0.1405192,0.0001322869],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2739604,0.6258791,0.03099898,0.01775935,0.003263456,0.001196984,0.002459438,0.002058538,0.04242378],"genre_scores_gemma":[0.6159273,0.3203412,0.04371826,0.005768084,0.003164417,0.0002384233,0.002196968,0.0001415527,0.008503707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002837601,"threshold_uncertainty_score":0.009492695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150738282731833,"score_gpt":0.2603260244643879,"score_spread":0.2388186416370695,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}